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Développement Durable et Territoires, 2013 Two phenomena will in the next years hinder the rural populations’ mobility practices: the environmental recommendations of the French law “Grenelle 2”, which encourages the development of the most accessible areas only; the increasing cost of energy and
Marie Huyghe +2 more
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Introducing localgauss, an R Package for Estimating and Visualizing Local Gaussian Correlation
Journal of Statistical Software, 2014 Quantifying non-linear dependence structures between two random variables is a challenging task. There exist several bona-fide dependence measures able to capture the strength of the non-linear association, but they typically give little information ...
Geir Drage Berentsen +2 more
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hergm: Hierarchical Exponential-Family Random Graph Models
Journal of Statistical Software, 2018 We describe the R package hergm that implements hierarchical exponential-family random graph models with local dependence. Hierarchical exponential-family random graph models with local dependence tend to be superior to conventional exponential-family ...
Michael Schweinberger, Pamela Luna
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Extending Hilbert–Schmidt Independence Criterion for Testing Conditional Independence
Entropy, 2023 The Conditional Independence (CI) test is a fundamental problem in statistics. Many nonparametric CI tests have been developed, but a common challenge exists: the current methods perform poorly with a high-dimensional conditioning set.
Bingyuan Zhang, Joe Suzuki
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Frontiers in Psychology, 2018 In joint models for item response times (RTs) and response accuracy (RA), local item dependence is composed of local RA dependence and local RT dependence. The two components are usually caused by the same common stimulus and emerge as pairs.
Peida Zhan, Manqian Liao, Yufang Bian
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On the competition between interface energy and temperature in phase transition phenomena
Applications in Engineering Science, 2020 Phase nucleation and propagation phenomena can be characterized by a cooperative behavior regulated by non local interactions between the multistable domains and with the loading device.
Luca Bellino +3 more
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General and Local: Averaged k-Dependence Bayesian Classifiers
Entropy, 2015 The inference of a general Bayesian network has been shown to be an NP-hard problem, even for approximate solutions. Although k-dependence Bayesian (KDB) classifier can construct at arbitrary points (values of k) along the attribute dependence spectrum ...
Limin Wang +3 more
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Local dependence in bivariate copulae with Beta marginals
Revista Colombiana de Estadística, 2017 The local dependence function (LDF) describes changes in the correlation structure of continuous bivariate random variables along their range. Bivariate density functions with Beta marginals can be used to model jointly a wide variety of data with ...
Eirini Koutoumanou +2 more
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Local time dependence of polar mesospheric clouds: a model study [PDF]
Atmospheric Chemistry and Physics, 2018 The Mesospheric Ice Microphysics And tranSport model (MIMAS) is used to study local time (LT) variations of polar mesospheric clouds (PMCs) in the Northern Hemisphere during the period from 1979 to 2013. We investigate the tidal behavior of brightness,
F. Schmidt +4 more
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Magnetic local time (MLT) dependence of auroral peak emission height and morphology [PDF]
Annales Geophysicae, 2022 We investigate the bulk behaviour of auroral structures and peak emission height as a function of magnetic local time (MLT). These data are collected from the Fennoscandian Lapland and Svalbard latitudes from seven identical auroral all-sky cameras (ASC)
N. Partamies +4 more
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